Jingchang Liu

5 papers · 2019–2021 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🚀 Conference Pioneer

Venues

AAAI (3) IJCAI (2)

Top co-authors

Linli Xu (5) Junliang Guo (3) Yifei Cheng (2) Xin Sheng (2) Shuheng Shen (2) Ruoyu Zhao (1) Yinlong Xu (1) Xianfeng Liang (1)

Research topics

Machine Learning (4) Optimization & Theory (3) Deep Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Core Methods (1) Learning Types (1) Models (1)

Keywords

stochastic gradient descent (2) neural machine translation (1) communication complexity (1) distributed learning (1) graph representation (1) neural network optimization (1) variance reduction (1) distributed training (1) communication efficiency (1) generative model (1) proximal operator (1) latent variable (1) variational autoencoder (1) adaptive step size (1) parallel computation (1) network embedding (1) inductive learning (1) local sgd (1) introspective training (1) introspective learning (1)

Papers

STL-SGD: Speeding Up Local SGD with Stagewise Communication Period AAAI 2021 IntroVNMT: An Introspective Model for Variational Neural Machine Translation AAAI 2020 Adaptive Proximal Average Based Variance Reducing Stochastic Methods for Optimization with Composite Regularization AAAI 2019 Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent IJCAI 2019 SPINE: Structural Identity Preserved Inductive Network Embedding IJCAI 2019